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Table 2 The number of common predicted proteins (overlap) among the top 100 proteins ranked by different ensemble methods

From: An ensemble framework for identifying essential proteins

Datasets Ensemble methods EnBC-a EnEC-a EnSC-a EnCC-a #overlaps among five ensemble methods
#overlap #EP #overlap #EP #overlap #EP #overlap #EP #overlap #EP
PIN76K EnDC-a 60 51 92 79 99 83 40 37 28 25
EnBC-a    55 47 59 50 59 40
EnEC-a      93 80 41 37
EnSC-a        41 38
PIN24K EnDC-a 74 58 84 69 98 80 82 67 53 42
EnBC-a    60 48 72 57 71 56
EnEC-a      86 71 72 60
EnSC-a        80 66
  1. Proteins are ranked according to the scores calculated by each ensemble method. The top 100 ranked proteins for each ensemble method are selected as the candidates for essential proteins, out of which the number of true essential proteins are determined. #overlap represents the number of common predicted proteins among the top 100 ranked proteins by different ensemble methods and #EP the number of true essential proteins among the overlaps